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Volumn , Issue , 2011, Pages 685-694

Large-scale hierarchical text classification without labelled data

Author keywords

Classification with no labelled data; Hierarchical text classification; Topic models; Weakly supervised classification

Indexed keywords

CATEGORY MODELS; CLASSIFICATION WITH NO LABELLED DATA; HIERARCHICAL CLASSIFIERS; LEARNING CLASSIFIERS; MACHINE-LEARNING; SUPERVISED CLASSIFICATION; TEXT CLASSIFICATION; TOPIC MODEL; WHOLE PROCESS;

EID: 79952368702     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1935826.1935919     Document Type: Conference Paper
Times cited : (17)

References (25)
  • 5
    • 33750288406 scopus 로고    scopus 로고
    • Constructing informative prior distributions from domain knowledge in text classification
    • ACM Press
    • A. A. Dayanik, D. D. Lewis, D. Madigan, V. Menkov, and A. Genkin. Constructing informative prior distributions from domain knowledge in text classification. In Proceedings of SIGIR, pages 493-500. ACM Press, 2006.
    • (2006) Proceedings of SIGIR , pp. 493-500
    • Dayanik, A.A.1    Lewis, D.D.2    Madigan, D.3    Menkov, V.4    Genkin, A.5
  • 6
    • 0033656184 scopus 로고    scopus 로고
    • Hierarchical classification of web content
    • ACM Press
    • S. Dumais. Hierarchical classification of web content. In Proceedings of SIGIR, pages 256-263. ACM Press, 2000.
    • (2000) Proceedings of SIGIR , pp. 256-263
    • Dumais, S.1
  • 9
    • 35048863592 scopus 로고    scopus 로고
    • Document classification through interactive supervision of document and term labels
    • S. Godbole, A. Harpale, S. Sarawagi, and S. Chakrabarti. Document classification through interactive supervision of document and term labels. In Proceedings of PKDD, pages 185-196, 2004.
    • (2004) Proceedings of PKDD , pp. 185-196
    • Godbole, S.1    Harpale, A.2    Sarawagi, S.3    Chakrabarti, S.4
  • 15
    • 0002346866 scopus 로고    scopus 로고
    • Hierarchically classifying documents using very few words
    • D. Koller and M. Sahami. Hierarchically classifying documents using very few words. In Proceedings of ICML, 1997.
    • (1997) Proceedings of ICML
    • Koller, D.1    Sahami, M.2
  • 19
    • 34547985422 scopus 로고    scopus 로고
    • Mixtures of hierarchical topics with pachinko allocation
    • ACM
    • D. Mimno, W. Li, and A. McCallum. Mixtures of hierarchical topics with pachinko allocation. In Proceedings of ICML, pages 633-640. ACM, 2007.
    • (2007) Proceedings of ICML , pp. 633-640
    • Mimno, D.1    Li, W.2    McCallum, A.3
  • 20
    • 1542310201 scopus 로고    scopus 로고
    • Hierarchical text classification and evaluation
    • A. Sun and E.-P. Lim. Hierarchical text classification and evaluation. In Proceedings of ICDM, 2001.
    • (2001) Proceedings of ICDM
    • Sun, A.1    Lim, E.-P.2
  • 21
    • 0035751912 scopus 로고    scopus 로고
    • Text classification in a hierarchical mixture model for small training sets
    • ACM Press
    • K. Toutanova and F. Chen. Text classification in a hierarchical mixture model for small training sets. In Proceedings of CIKM, pages 105-113. ACM Press, 2001.
    • (2001) Proceedings of CIKM , pp. 105-113
    • Toutanova, K.1    Chen, F.2
  • 22
    • 31844435430 scopus 로고    scopus 로고
    • Hierarchical dirichlet model for document classification
    • ACM
    • S. Veeramachaneni, D. Sona, and P. Avesani. Hierarchical dirichlet model for document classification. In Proceedings of ICML, volume 119, pages 928-935. ACM, 2005.
    • (2005) Proceedings of ICML , vol.119 , pp. 928-935
    • Veeramachaneni, S.1    Sona, D.2    Avesani, P.3
  • 23
    • 77951189919 scopus 로고    scopus 로고
    • Towards a universal text classifier: Transfer learning using encyclopedic knowledge
    • P. Wang and C. Domeniconi. Towards a universal text classifier: Transfer learning using encyclopedic knowledge. In Proceedings of ICDM Workshops, 2009.
    • (2009) Proceedings of ICDM Workshops
    • Wang, P.1    Domeniconi, C.2
  • 25
    • 79952369235 scopus 로고    scopus 로고
    • Knowledge supervised text classification with no labeled documents
    • Springer
    • C. Zhang, G.-R. Xue, and Y. Yu. Knowledge supervised text classification with no labeled documents. In Proceedings of PRICAI. Springer, 2008.
    • (2008) Proceedings of PRICAI.
    • Zhang, C.1    Xue, G.-R.2    Yu, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.